Pinned Repositories
flame
π₯ A minimal training framework for scaling FLA models
flash-linear-attention
π Efficient implementations of state-of-the-art linear attention models in Torch and Triton
crfpar
[ACL'20, IJCAI'20] Code for "Efficient Second-Order TreeCRF for Neural Dependency Parsing" and "Fast and Accurate Neural CRF Constituency Parsing".
crfsrl
[COLING'22] Code for "Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures Inside Arguments".
ctc-copy
[EMNLP'23] Code for "Non-autoregressive Text Editing with Copy-aware Latent Alignments".
master-thesis
εΊδΊζ ε½’ζ‘δ»ΆιζΊεΊηι«ιΆε₯ζ³εζ
parser
:rocket: State-of-the-art parsers for natural language.
post
Several models for POS Tagging
SoTu
A flask-based cbir system
tagger
Sequence Labeling models
yzhangcs's Repositories
yzhangcs/parser
:rocket: State-of-the-art parsers for natural language.
yzhangcs/SoTu
A flask-based cbir system
yzhangcs/crfpar
[ACL'20, IJCAI'20] Code for "Efficient Second-Order TreeCRF for Neural Dependency Parsing" and "Fast and Accurate Neural CRF Constituency Parsing".
yzhangcs/crfsrl
[COLING'22] Code for "Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures Inside Arguments".
yzhangcs/post
Several models for POS Tagging
yzhangcs/ctc-copy
[EMNLP'23] Code for "Non-autoregressive Text Editing with Copy-aware Latent Alignments".
yzhangcs/master-thesis
εΊδΊζ ε½’ζ‘δ»ΆιζΊεΊηι«ιΆε₯ζ³εζ
yzhangcs/tagger
Sequence Labeling models
yzhangcs/Algorithms
yzhangcs/yzhangcs.github.io
yzhangcs/pytorch-struct
Fast, general, and tested differentiable structured prediction in PyTorch
yzhangcs/foundation-model-stack
π Collection of components for development, training, tuning, and inference of foundation models leveraging PyTorch native components.
yzhangcs/torchtitan
A PyTorch native library for large model training
yzhangcs/datasets
π€ The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
yzhangcs/linear_cross_entropy_loss
A fusion of a linear layer and a cross entropy loss, written for pytorch in triton.
yzhangcs/mamba
Mamba SSM architecture
yzhangcs/triton-transformer
Implementation of a Transformer, but completely in Triton
yzhangcs/attorch
A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.
yzhangcs/manim
Animation engine for explanatory math videos
yzhangcs/span-based-dependency-parsing
Source code of "Headed Span-Based Projective Dependency Parsing" and "Combining (second-order) graph-based and headed span-based projective dependency parsing
yzhangcs/stickbreaking-attention
Stick-breaking attention
yzhangcs/styleguide
Style guides for Google-originated open-source projects
yzhangcs/tilelang
Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels
yzhangcs/TN-LCFRS
Official Implementation of ACL2023: Unsupervised Discontinuous Constituency Parsing with Mildly Context-Sensitive Grammars
yzhangcs/TN-PCFG
source code of NAACL2021 "PCFGs Can Do Better: Inducing Probabilistic Context-Free Grammars with Many Symbolsβ and ACL2021 main conference "Neural Bilexicalized PCFG Induction"
yzhangcs/torchtune
PyTorch native post-training library
yzhangcs/transformers
π€ Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
yzhangcs/transformers_ssm_copy
yzhangcs/triton
Development repository for the Triton language and compiler
yzhangcs/zoology
Understand and test language model architectures on synthetic tasks.